gdayf.handler_metrics.sparkbinomialmetricmetadata.SparkBinomialMetricMetadata Class Reference

Class Base for Binomial metricts as OrderedDict. More...

Inheritance diagram for gdayf.handler_metrics.sparkbinomialmetricmetadata.SparkBinomialMetricMetadata:

Collaboration diagram for gdayf.handler_metrics.sparkbinomialmetricmetadata.SparkBinomialMetricMetadata:

Public Member Functions
def	__init__ (self)
	Method constructor. More...
def	set_metrics (self, evaluator, data, objective_column)
	Method to load Binomial metrics from Spark BinaryClassificationEvaluator class. More...
Public Member Functions inherited from gdayf.metrics.binomialmetricmetadata.BinomialMetricMetadata
def	__init__ (self)
	Method constructor. More...
def	set_precision (self, tolerance)
	Method to set precision measure Not implemented yet.
Public Member Functions inherited from gdayf.metrics.metricmetadata.MetricMetadata
def	__init__ (self)
	Method constructor. More...

Detailed Description

Class Base for Binomial metricts as OrderedDict.

Base Metrics for binomial [AUC, gains_lift_table (as json_dataframe(orient=split)), Gini, mean_per_class_error, logloss, max_criteria_and_metric_scores (as json_dataframe(orient=split)), cm (next)] cm[min_per_class_accuracy, absolute_mcc, precision, accuracy, f0point5, f2, f1] as json_dataframe(orient=split) structure

Definition at line 31 of file sparkbinomialmetricmetadata.py.

Constructor & Destructor Documentation

__init__()

def gdayf.handler_metrics.sparkbinomialmetricmetadata.SparkBinomialMetricMetadata.__init__

(

self

)

Method constructor.

Parameters

self	object pointer

Definition at line 34 of file sparkbinomialmetricmetadata.py.

Member Function Documentation

set_metrics()

def gdayf.handler_metrics.sparkbinomialmetricmetadata.SparkBinomialMetricMetadata.set_metrics	(		self,
			evaluator,
			data,
			objective_column
	)

Method to load Binomial metrics from Spark BinaryClassificationEvaluator class.

Parameters

self	objetct pointer
evaluator	BinaryClassificationEvaluator instance
objective_column	string
data	as Apache Spark DataFrame

Definition at line 42 of file sparkbinomialmetricmetadata.py.

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The documentation for this class was generated from the following file:

• D:/OneDrive/DayF/git/gdayf-core/src/gdayf/handler_metrics/sparkbinomialmetricmetadata.py